Unsupervised EEG feature extraction based on echo state network L Sun, B Jin, H Yang, J Tong, C Liu, H Xiong Information Sciences 475, 1-17, 2019 | 86 | 2019 |
Which doctor to trust: a recommender system for identifying the right doctors L Guo, B Jin, C Yao, H Yang, D Huang, F Wang Journal of medical Internet research 18 (7), e6015, 2016 | 61 | 2016 |
Multitask dyadic prediction and its application in prediction of adverse drug-drug interaction B Jin, H Yang, C Xiao, P Zhang, X Wei, F Wang Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017 | 56 | 2017 |
A treatment engine by predicting next-period prescriptions B Jin, H Yang, L Sun, C Liu, Y Qu, J Tong Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018 | 55 | 2018 |
Prediction of treatment medicines with dual adaptive sequential networks Y An, L Zhang, H Yang, L Sun, B Jin, C Liu, R Yu, X Wei IEEE Transactions on Knowledge and Data Engineering 34 (11), 5496-5509, 2021 | 11 | 2021 |
Strategies for building robust prediction models using data unavailable at prediction time H Yang, R Tourani, Y Zhu, V Kumar, GB Melton, M Steinbach, G Simon Journal of the American Medical Informatics Association 29 (1), 72-79, 2022 | 9 | 2022 |
Teaching deep learning causal effects improves predictive performance J Li, X Jia, H Yang, V Kumar, M Steinbach, GJ Simon Scanning Electron Microsc Meet at, 2020 | 9 | 2020 |
Chemical medicine classification through chemical properties analysis DG Huang, L Guo, HY Yang, XP Wei, B Jin IEEE Access 5, 1618-1623, 2017 | 7 | 2017 |
Entity aware modelling: A survey R Ghosh, H Yang, A Khandelwal, E He, A Renganathan, S Sharma, X Jia, ... arXiv preprint arXiv:2302.08406, 2023 | 5 | 2023 |
Modeling reservoir release using pseudo-prospective learning and physical simulations to predict water temperature X Jia, S Chen, Y Xie, H Yang, A Appling, S Oliver, Z Jiang Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 4 | 2022 |
Incorporating Causal Effects into Deep Learning Predictions on EHR Data J Li, H Yang, X Jia, V Kumar, M Steinbach, G Simon arXiv preprint arXiv:2011.05466, 2020 | 1 | 2020 |
Causal Structure Learning from Imperfect Longitudinal Data in Healthcare H Yang, R Tourani, J Li, P Caraballo, M Steinbach, V Kumar, G Simon 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 1-11, 2023 | | 2023 |